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Machine learning identifies pathophysiologically and prognostically informative phenotypes among patients with mitral regurgitation undergoing transcatheter edge-to-edge repair.
Trenkwalder, Teresa; Lachmann, Mark; Stolz, Lukas; Fortmeier, Vera; Covarrubias, Héctor Alfonso Alvarez; Rippen, Elena; Schürmann, Friederike; Presch, Antonia; von Scheidt, Moritz; Ruff, Celine; Hesse, Amelie; Gerçek, Muhammed; Mayr, N Patrick; Ott, Ilka; Schuster, Tibor; Harmsen, Gerhard; Yuasa, Shinsuke; Kufner, Sebastian; Hoppmann, Petra; Kupatt, Christian; Schunkert, Heribert; Kastrati, Adnan; Laugwitz, Karl-Ludwig; Rudolph, Volker; Joner, Michael; Hausleiter, Jörg; Xhepa, Erion.
Affiliation
  • Trenkwalder T; Department of Cardiology, German Heart Center Munich, Technical University of Munich, Lazarettstrasse 36, 80636 Munich, Germany.
  • Lachmann M; DZHK (German Center for Cardiovascular Research), Partner Site Munich Heart Alliance, Pettenkoferstrasse 8a & 9, 80336 Munich, Germany.
  • Stolz L; DZHK (German Center for Cardiovascular Research), Partner Site Munich Heart Alliance, Pettenkoferstrasse 8a & 9, 80336 Munich, Germany.
  • Fortmeier V; First Department of Medicine, Klinikum rechts der Isar, Technical University of Munich, Ismaninger Strasse 22, 81675 Munich, Germany.
  • Covarrubias HAA; Medizinische Klinik und Poliklinik I, Klinikum der Universität München, Ludwig Maximilians University of Munich, Marchioninistrasse 15, 81377 Munich, Germany.
  • Rippen E; Department of General and Interventional Cardiology, Heart and Diabetes Center Northrhine-Westfalia, Ruhr University Bochum, Georgstrasse 11, 32545 Bad Oeynhausen, Germany.
  • Schürmann F; Department of Cardiology, German Heart Center Munich, Technical University of Munich, Lazarettstrasse 36, 80636 Munich, Germany.
  • Presch A; DZHK (German Center for Cardiovascular Research), Partner Site Munich Heart Alliance, Pettenkoferstrasse 8a & 9, 80336 Munich, Germany.
  • von Scheidt M; First Department of Medicine, Klinikum rechts der Isar, Technical University of Munich, Ismaninger Strasse 22, 81675 Munich, Germany.
  • Ruff C; Department of Cardiology, German Heart Center Munich, Technical University of Munich, Lazarettstrasse 36, 80636 Munich, Germany.
  • Hesse A; Department of Cardiology, German Heart Center Munich, Technical University of Munich, Lazarettstrasse 36, 80636 Munich, Germany.
  • Gerçek M; Department of Cardiology, German Heart Center Munich, Technical University of Munich, Lazarettstrasse 36, 80636 Munich, Germany.
  • Mayr NP; DZHK (German Center for Cardiovascular Research), Partner Site Munich Heart Alliance, Pettenkoferstrasse 8a & 9, 80336 Munich, Germany.
  • Ott I; Department of Cardiology, German Heart Center Munich, Technical University of Munich, Lazarettstrasse 36, 80636 Munich, Germany.
  • Schuster T; DZHK (German Center for Cardiovascular Research), Partner Site Munich Heart Alliance, Pettenkoferstrasse 8a & 9, 80336 Munich, Germany.
  • Harmsen G; First Department of Medicine, Klinikum rechts der Isar, Technical University of Munich, Ismaninger Strasse 22, 81675 Munich, Germany.
  • Yuasa S; Department of General and Interventional Cardiology, Heart and Diabetes Center Northrhine-Westfalia, Ruhr University Bochum, Georgstrasse 11, 32545 Bad Oeynhausen, Germany.
  • Kufner S; Institute of Anesthesiology, German Heart Center Munich, Technical University of Munich, Lazarettstrasse 36, 80636 Munich, Germany.
  • Hoppmann P; Department of Cardiology, Helios Klinikum Pforzheim, Kanzlerstrasse 2-6, 75175 Pforzheim, Germany.
  • Kupatt C; Department of Family Medicine, McGill University, 5858 Chemin de la Côte-des-Neiges, Montréal, QC, Canada.
  • Schunkert H; Department of Physics, University of Johannesburg, Auckland Park, 5 Kingsway Avenue, Rossmore, 2092 Johannesburg, South Africa.
  • Kastrati A; Department of Cardiology, Keio University School of Medicine, 35-Shinanomachi, Shinjuku-ku, 160-8582 Tokyo, Japan.
  • Laugwitz KL; Department of Cardiology, German Heart Center Munich, Technical University of Munich, Lazarettstrasse 36, 80636 Munich, Germany.
  • Rudolph V; DZHK (German Center for Cardiovascular Research), Partner Site Munich Heart Alliance, Pettenkoferstrasse 8a & 9, 80336 Munich, Germany.
  • Joner M; DZHK (German Center for Cardiovascular Research), Partner Site Munich Heart Alliance, Pettenkoferstrasse 8a & 9, 80336 Munich, Germany.
  • Hausleiter J; First Department of Medicine, Klinikum rechts der Isar, Technical University of Munich, Ismaninger Strasse 22, 81675 Munich, Germany.
  • Xhepa E; DZHK (German Center for Cardiovascular Research), Partner Site Munich Heart Alliance, Pettenkoferstrasse 8a & 9, 80336 Munich, Germany.
Eur Heart J Cardiovasc Imaging ; 24(5): 574-587, 2023 04 24.
Article in En | MEDLINE | ID: mdl-36735333
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Full text: 1 Database: MEDLINE Main subject: Heart Valve Prosthesis Implantation / Mitral Valve Insufficiency Type of study: Observational_studies / Prognostic_studies / Risk_factors_studies Limits: Humans Language: En Journal: Eur Heart J Cardiovasc Imaging Year: 2023 Type: Article Affiliation country: Germany
Fulltext
Add to My VHL
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Full text: 1 Database: MEDLINE Main subject: Heart Valve Prosthesis Implantation / Mitral Valve Insufficiency Type of study: Observational_studies / Prognostic_studies / Risk_factors_studies Limits: Humans Language: En Journal: Eur Heart J Cardiovasc Imaging Year: 2023 Type: Article Affiliation country: Germany